Is the Role of Mathematicians Becoming Obsolete with Advanced Computer Programs?

  • Thread starter Thread starter elfboy
  • Start date Start date
Click For Summary

Discussion Overview

The discussion revolves around the relevance of mathematicians in the age of advanced computer programs, particularly in light of tools like Mathematica that can derive mathematical functions and identities. Participants explore the implications of automation in mathematics, the nature of mathematical work, and the evolving role of mathematicians in research and problem-solving.

Discussion Character

  • Debate/contested
  • Exploratory
  • Conceptual clarification
  • Technical explanation

Main Points Raised

  • Some participants question whether mathematicians are still necessary, suggesting that advanced computer programs can handle derivations that once required extensive manual effort.
  • Others argue that mathematics involves more than just deriving functions, emphasizing the importance of understanding concepts, proving relationships, and solving complex problems that computers cannot address independently.
  • A few participants highlight the ongoing need for mathematicians to develop new concepts and update computer programs with contemporary mathematical knowledge.
  • Some express skepticism about the capabilities of Mathematica, citing instances where it failed to solve problems that human mathematicians could address.
  • There are discussions about the potential for future advancements in artificial intelligence and neural networks to replicate or enhance mathematical reasoning.
  • One participant mentions the beauty and challenge of mathematics as a personal motivation for pursuing the field, regardless of its practical applications.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the necessity of mathematicians in the context of advanced computational tools. Multiple competing views are presented, with some advocating for the continued importance of mathematicians while others suggest their roles may diminish.

Contextual Notes

Some claims about the capabilities of Mathematica and the nature of mathematical work are based on personal experiences and opinions, which may vary widely among participants. There are also references to specific mathematical problems and the conditions under which they can be solved, indicating a reliance on assumptions that may not be universally applicable.

Who May Find This Useful

This discussion may be of interest to students, educators, and professionals in mathematics and related fields, as well as those curious about the intersection of technology and mathematical practice.

elfboy
Messages
92
Reaction score
1
Do we even need mathematicians? I ponded this question because I came across this site:

http://functions.wolfram.com" and virtually every function created since the dawn of humanity is indexed somwhere in there. These identities were generated with mathematica. Yet a long time ago people spent years deriving most these formulas by hand. It seems like the role of mathematicians to derive stuff can simply be outsourced to sophisticated computer programs. Perhaps the type of work that computers can't do involves very abstract mathematics like game theory and topology.
 
Last edited by a moderator:
Physics news on Phys.org
Mathematics isn't simply about deriving stuff. I don't think a computer, on it's own, can solve all existences, uniqueness, and a myriad of other problems mathematicians solve. It's a useful tool, no doubt, but mathematicians do more than deriving functions.

The other day I derived a recursion with much help from mathematica, but that is only part of the problem, the real question I am after is now, "why is this relationship" true. So now I'm trying to prove it is true, something mathematica can't really do for me.
 
Certinaly not for lectures.
 
can computers take over our work of answering of stupid questions?
 
Who's going to write the computer programs?

Who's going to update the computer with new concepts that pop up?

Mathematicians of course.
 
mathwonk said:
can computers take over our work of answering of stupid questions?

Actually, we are all computers. Darwinian evolution created ever complex neural networks, leading to our brains and those of other creatures.

So, you could imagine using a big supercomputer to train neural networks to become the brains of mathematicians.
 
You have a very narrow view of mathematics if you think the only "abstract" subfields are game theory and topology. Do we really need mathematicians? Maybe not. But that's not going to stop some people, myself included, from pursuing it for the simple reason that it is a beautiful and challenging endeavor.
 
I think we will need Mathematicians much more in the future than ever before. I am not a Mathematician myself but I know how helpful they have been in helping to develop our understanding of many of the chemical and physical principles we use today in society. Also if I am not mistaken, currently a lot of research is being made into Topology which is being used by string theorists.

Just my two cents on this topic.
 
you must not know much (anything?) about true mathematics.
 
  • #10
Also, how do you think Mathematica has come to know about all these weird functions and smart techniques? Certainly not by evolution, or by just scanning in integral tables derived a long time ago by hand.
 
  • #11
CompuChip said:
Also, how do you think Mathematica has come to know about all these weird functions and smart techniques? Certainly not by evolution, or by just scanning in integral tables derived a long time ago by hand.

Steven Wolfram is a product of evolution.
 
  • #12
Count Iblis said:
Steven Wolfram is a product of evolution.

But (among other things), a mathematician. It seems logical to deduce that if you need Mathematica, you (in the end) also needed a mathematician. :wink:
 
  • #13
elfboy said:
Do we even need mathematicians? I ponded this question because I came across this site:

http://functions.wolfram.com" and virtually every function created since the dawn of humanity is indexed somwhere in there. These identities were generated with mathematica. Yet a long time ago people spent years deriving most these formulas by hand. It seems like the role of mathematicians to derive stuff can simply be outsourced to sophisticated computer programs. Perhaps the type of work that computers can't do involves very abstract mathematics like game theory and topology.


Wow what an amazing Math site. Thanks for the share.
 
Last edited by a moderator:
  • #14
CompuChip said:
But (among other things), a mathematician. It seems logical to deduce that if you need Mathematica, you (in the end) also needed a mathematician. :wink:

I agree. Now Dyson once said that it is amazing that the brain Homo Sapiens evolved while trying to survive on the African savannas can also be used to solve differential equations. So, perhaps it would be more effective to have a purpose build genetic algorithm that selects the best math skills directly.

Of course, you would need a huge computer to simulate neural networks as complicated as the human brain. In the future we may have that capability and then we'll be able to cook up a super duper Steven Wolfram from nothing who can then design a far better version of Mathematica. :approve:
 
  • #15
mathwonk said:
can computers take over our work of answering of stupid questions?
I'm sure they could take over the work of making them up and posting them on PF...

Count Iblis said:
I agree. Now Dyson once said that it is amazing that the brain Homo Sapiens evolved while trying to survive on the African savannas can also be used to solve differential equations. So, perhaps it would be more effective to have a purpose build genetic algorithm that selects the best math skills directly.

Of course, you would need a huge computer to simulate neural networks as complicated as the human brain. In the future we may have that capability and then we'll be able to cook up a super duper Steven Wolfram from nothing who can then design a far better version of Mathematica. :approve:

Yes, if it ever gets that far, I hope that will be the first task for such a supercomputer. At least it seems so much more useful than building the best computer ever and then have it print out "42".
 
  • #16
With the advancement of computers, we need mathematicians no more than we need doctors, since the majority of diseases, symptoms, and cures are indexed on the internet as well.
 
  • #17
elfboy said:
Do we even need mathematicians? I ponded this question because I came across this site:

http://functions.wolfram.com" and virtually every function created since the dawn of humanity is indexed somwhere in there. These identities were generated with mathematica. Yet a long time ago people spent years deriving most these formulas by hand. It seems like the role of mathematicians to derive stuff can simply be outsourced to sophisticated computer programs. Perhaps the type of work that computers can't do involves very abstract mathematics like game theory and topology.

Where do you think these functions come from? Fairies maybe? We need mathematicians to develop new functions and to interpret the ones we have.
 
Last edited by a moderator:
  • #18
A professor at my school solved an integral for some physics problem the other day that mathematica couldn't even solve... so Mathematica isn't that great after all.
 
  • #19
uncfelt1147 said:
A professor at my school solved an integral for some physics problem the other day that mathematica couldn't even solve... so Mathematica isn't that great after all.

Although the reason also might have been that Mathematica can only solve it when given certain assumptions (e.g. positivity of certain constants inside the integral), or that the integral actually did not converge but the professor got out a finite answer by some (borderline) illegal operation :smile:
 
  • #20
CompuChip said:
Although the reason also might have been that Mathematica can only solve it when given certain assumptions (e.g. positivity of certain constants inside the integral), or that the integral actually did not converge but the professor got out a finite answer by some (borderline) illegal operation :smile:

I understand your argument, and in several cases you might be right, but number one the integral was just to complicated, he searched through books of integral tables to see if it had been solved and couldn't find anything, this professor is borderline genius. I know you don't want to believe that Mathematica could do any wrong, but unfortunately I believe differently.
 
  • #21
First, mathematica blows.

Second, we don't need mathematicians. Whenever I ask mathematicians for help solving a math problem, they either say "sorry, but I only do theoretical math" or "I can prove a solution exists, but I am unable to find it".
 
  • #22
Topher925 said:
First, mathematica blows.

Second, we don't need mathematicians. Whenever I ask mathematicians for help solving a math problem, they either say "sorry, but I only do theoretical math" or "I can prove a solution exists, but I am unable to find it".

Haha no need to be so hasty and generalizing, but I understand
 
  • #23
uncfelt1147 said:
I understand your argument, and in several cases you might be right, but number one the integral was just to complicated, he searched through books of integral tables to see if it had been solved and couldn't find anything, this professor is borderline genius. I know you don't want to believe that Mathematica could do any wrong, but unfortunately I believe differently.

Trust me, I know it as well. On several occasions, working out expressions by hand was more accurate and less messy than Mathematica's attempts at integrating a function. Still I think most problems arise from user input errors, but if you say this was an exception I immediately believe you :smile:
 
  • #24
After 22 posts on this topic, it is finished. We certainly need mathematicians. They are the people who cultivate the Mathematics which technicians, engineers, and scientists use.
 
  • #25
Math is applicable to many things in life, not just physics or engineering, but business, economics, computers, etc. New uses are found every day, and the math doesn't just come out of thin air. You need to smash two mathematicians at really high speeds to produce an equation.
 
  • #26
WarPhalange said:
Math is applicable to many things in life, not just physics or engineering, but business, economics, computers, etc. New uses are found every day, and the math doesn't just come out of thin air. You need to smash two mathematicians at really high speeds to produce an equation.

Ahhh, so that's what they are trying to do at LHC! Then it's even more impressive than I thought, seeing that just the rest mass of a mathematician is of order 10^31 MeV.
 
  • #27
I think mathematical research should be guided by physical applications, and I think that most people would be surprised by the large number of mathematicians who admit that they don't care if their work ever has any applications. Of course it is fun to prove theorems, and the body of pure mathematics is an amazing accomplishment for humankind. I am aware of all the standard examples e.g. Gauss' work on geometry that was not applied by Einstein until 50 years later etc. But I would ask everyone who defends the existence of pure mathematicians on these grounds to justify studying something like super edge magic graph labelings. How could that ever be useful?
 
  • #28
Well, what you just cited is something that falls in the realm of discrete mathematics and actually has application to computer scientists. Just because something doesn't have a specific physical application doesn't mean that it isn't applied in another field. In no way should all pure mathematics research be guided by physical applications. Some mathematicians will naturally drift in that direction, but otherwise just let the math guys do what they want to do.
 
  • #29
Are you saying that super edge magic graph labelings have an application in computer science? Then please give me a citation, since I would be interested in this beyond the sake of argument.

If you are merely pointing out that the concept of a graph has applications in computer science, then I think you are dodging the question i.e. some areas of graph theory may be useful to humans, but still some heavily researched areas are most definitely not.
 
  • #30
Crosson said:
Are you saying that super edge magic graph labelings have an application in computer science? Then please give me a citation, since I would be interested in this beyond the sake of argument.

http://www.labmath-itb.or.id/~icam05/InvitedLecture.htm
F.A. Muntaner-Batle (Uníversidad Internacional de Cataluña, Spain)
Embedding Graphs Into Super Edge Magic Graphs
The area of graph labelings has experimented a great development during the last three decades, and many applications of this area have been found and studied in other branches of science. For instance we can find graph labelings showing up in coding theory, X-ray crystallography, radar, astronomy, circuit design, communication network addressing and data base management. Also a close relationship exists between graph decompositions and graph labelings. Due to this close relationship, many problems involving labellings and trees have shown up and have proven to be very hard. In this talk, we will discuss some classical applications involving graphh labellings and we will study how close is a tree to be super edge magic by finding for any given tree T, a small super edge magic tree T’, that contains T as a subgraph.

Edit: On the other hand, almost all biologists routinely claim their work is clinically applicable in order to get funding.
 
Last edited by a moderator:

Similar threads

Replies
8
Views
5K
  • · Replies 73 ·
3
Replies
73
Views
23K
  • · Replies 12 ·
Replies
12
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
3K
  • · Replies 5 ·
Replies
5
Views
3K
Replies
1
Views
4K
Replies
10
Views
5K
  • · Replies 2 ·
Replies
2
Views
3K